Split (1)

train · 8.97M rows

ticker stringlengths 1 10	date timestamp[ns]	profitability float32 1 100	value float32 1 100	solvency float32 1 100	cash_flow float32 1 100	illiquidity float32 1 100	momentum_long_term float32 1 100	momentum_medium_term float32 1 100	short_term_reversal float32 1 100	price_volatility float32 1 100	dividend_yield float32 1 100	earnings_consistency float32 1 100	small_size float32 1 100	low_growth float32 1 100	low_equity_issuance float32 1 100	bounce_dip float32 1 100	accrual_growth float32 1 100	low_depreciation_growth float32 1 100	current_liquidity float32 1 100	low_rnd float32 1 100	momentum float32 1 100	market_risk float32 1 100	business_risk float32 1 100	political_risk float32 1 100	inflation_fluctuation float32 1 100	inflation_persistence float32 1 100	returns float32 -1 1.44k ⌀
AACG	2024-01-05T00:00:00	21	68	74	36	85	22	14	13	78	78	58	82	83	75	53	76	84	57	82	17	19	58	57	34	43	-0.043103
AACG	2024-01-12T00:00:00	21	70	74	36	89	22	19	32	78	78	47	82	83	77	66	76	84	57	84	18	14	56	57	29	35	-0.045045
AACG	2024-01-19T00:00:00	21	68	74	36	87	21	18	24	77	77	51	81	83	76	57	76	84	57	85	17	15	64	44	28	47	0.028302
AACG	2024-01-26T00:00:00	21	69	74	36	89	18	10	55	77	77	46	81	83	77	52	76	84	57	85	12	15	73	45	37	42	-0.009174
AACG	2024-02-02T00:00:00	21	69	74	36	93	16	9	32	76	76	41	82	83	79	42	77	84	57	85	10	14	71	39	35	38	0
AACG	2024-02-09T00:00:00	21	66	72	36	89	18	16	6	76	76	47	81	83	77	12	76	84	57	86	15	12	70	38	42	21	0.157407
AACG	2024-02-16T00:00:00	22	61	72	35	85	16	12	4	76	76	63	80	82	73	6	75	84	56	87	13	16	67	35	63	23	0.168
AACG	2024-02-23T00:00:00	21	67	73	35	89	39	93	66	78	78	49	81	82	78	11	85	84	57	87	69	26	68	41	68	22	-0.164384
AACG	2024-03-01T00:00:00	22	63	73	35	85	35	90	10	78	78	65	80	82	73	7	89	84	56	88	65	27	56	37	70	16	0.155738
AACG	2024-03-08T00:00:00	22	61	72	35	91	29	83	6	75	75	54	80	82	78	4	89	85	56	88	56	30	53	31	65	20	0.113475
AACG	2024-03-15T00:00:00	22	59	72	35	84	36	87	8	74	74	68	79	81	72	4	45	84	56	67	63	27	50	26	68	20	0.005732
AACG	2024-03-22T00:00:00	21	71	74	35	92	31	66	98	80	80	54	82	81	78	11	46	85	57	64	48	45	43	42	59	14	-0.316023
AACG	2024-03-29T00:00:00	69	73	43	44	85	32	71	97	80	80	64	83	88	34	14	48	84	86	74	51	36	37	47	71	15	-0.018519
AACG	2024-04-05T00:00:00	69	72	43	44	85	59	93	85	79	79	66	83	88	32	13	49	84	86	75	79	36	42	46	73	14	0
AACG	2024-04-12T00:00:00	68	76	44	44	93	79	97	96	79	79	49	83	88	28	16	49	84	86	74	92	35	42	40	71	15	-0.132075
AACG	2024-04-19T00:00:00	69	73	43	44	84	53	66	52	78	78	67	83	89	27	13	49	84	86	74	62	43	49	44	73	20	0.054348
AACH	2014-10-10T00:00:00	41	2	74	40	78	13	29	18	86	86	47	60	45	1	42	38	91	61	31	17	80	66	46	54	56	0.018767
AACH	2014-10-17T00:00:00	41	2	74	40	78	13	29	43	86	86	58	60	45	1	42	38	91	46	31	17	80	66	46	54	56	0.004211
AACH	2014-10-24T00:00:00	41	2	73	40	78	13	29	2	91	91	58	58	45	1	42	38	91	39	31	17	80	66	46	54	56	0.15304
AACH	2014-10-31T00:00:00	40	2	74	39	78	13	29	41	86	86	54	58	45	1	42	38	91	23	31	17	80	66	46	54	56	-0.01
AACH	2014-11-07T00:00:00	39	2	73	38	78	13	29	1	88	88	71	56	45	1	42	38	91	56	31	17	80	66	46	54	56	0.170799
AACH	2014-11-14T00:00:00	58	2	74	89	78	13	29	4	83	83	82	56	45	52	42	38	92	36	31	18	80	66	46	54	56	0.037647
AACH	2014-11-21T00:00:00	58	2	73	89	78	13	29	19	83	83	83	55	45	52	42	38	92	54	31	17	80	66	46	54	56	-0.015873
AACH	2014-11-28T00:00:00	58	2	73	89	78	13	29	2	80	80	82	54	45	51	42	38	92	25	31	19	80	66	46	54	56	0.108295
AACH	2014-12-05T00:00:00	57	1	73	89	78	80	85	2	76	76	83	52	45	51	42	38	92	52	31	85	80	66	46	54	56	0.098753
AACH	2014-12-12T00:00:00	57	1	73	89	78	76	74	20	81	81	84	53	45	51	42	38	92	64	31	78	80	66	46	54	56	-0.055188
AACH	2014-12-19T00:00:00	58	1	74	89	78	97	99	59	78	78	84	54	45	52	42	38	92	60	31	99	80	66	46	54	56	-0.015354
AACH	2014-12-26T00:00:00	58	2	74	89	78	78	71	61	77	77	83	54	45	51	42	38	92	16	31	77	80	66	46	54	56	0.008814
AACH	2015-01-02T00:00:00	58	1	73	89	78	98	100	25	73	73	80	53	45	51	42	38	92	22	31	100	80	66	46	54	56	0.015121
AACH	2015-01-09T00:00:00	58	1	73	89	78	98	99	34	71	71	64	53	45	52	42	38	92	37	31	99	80	66	46	54	56	-0.002648
AACH	2015-01-16T00:00:00	58	1	73	89	78	95	96	42	65	65	65	53	45	52	42	38	92	36	31	97	80	66	46	54	56	0
AACH	2015-01-23T00:00:00	58	2	74	89	78	99	99	92	70	70	68	54	45	52	42	38	92	64	31	100	80	66	46	54	56	-0.074345
AACH	2015-01-30T00:00:00	59	2	74	88	78	99	100	96	74	74	62	56	45	52	42	38	92	24	31	100	80	66	46	54	56	-0.084977
AACH	2015-02-06T00:00:00	58	2	74	88	78	97	97	36	77	77	64	54	45	53	42	38	92	35	31	98	80	66	46	54	56	0.123041
AACH	2015-02-13T00:00:00	58	2	74	88	78	93	78	36	73	73	68	54	45	53	42	38	92	57	31	89	80	66	46	54	56	0.015701
AACH	2015-02-20T00:00:00	58	2	74	88	78	90	67	14	72	72	59	54	45	53	42	38	92	16	31	81	80	66	46	54	56	0.043971
AACH	2015-02-27T00:00:00	58	1	74	88	78	93	82	3	83	83	72	51	45	54	42	38	92	49	31	92	80	66	46	54	56	0.184271
AACH	2015-03-06T00:00:00	60	2	74	87	78	89	76	80	90	90	66	54	45	55	42	38	92	33	31	86	80	66	46	54	56	-0.185885
AACH	2015-03-13T00:00:00	57	3	41	52	78	87	65	85	90	90	94	54	45	62	42	38	35	29	31	80	80	66	46	54	56	-0.053242
AACH	2015-03-20T00:00:00	56	3	41	52	78	44	27	36	90	90	98	53	45	62	42	38	36	43	31	33	80	66	46	54	56	0.107066
AACH	2015-03-27T00:00:00	56	3	41	51	78	24	19	69	89	89	88	53	45	62	42	38	36	5	31	19	80	66	46	54	56	-0.04689
AACH	2015-04-03T00:00:00	56	3	41	51	78	65	57	10	89	89	86	52	45	62	42	38	36	4	31	64	80	66	46	54	56	0.058763
AACH	2015-04-10T00:00:00	56	3	41	50	78	69	62	25	87	87	81	52	45	62	42	38	36	5	31	70	80	66	46	54	56	0.035818
AACH	2015-04-17T00:00:00	56	3	41	50	78	82	80	30	86	86	97	52	45	63	42	38	36	46	31	85	80	66	46	54	56	-0.014953
AACH	2015-04-24T00:00:00	56	3	41	51	78	99	98	21	85	85	88	52	45	63	42	38	36	25	31	100	80	66	46	54	56	0.023403
AACH	2015-05-01T00:00:00	56	2	41	54	78	48	33	6	83	83	92	50	45	63	42	38	36	32	31	38	80	66	46	54	56	0.063968
AACH	2015-05-08T00:00:00	52	3	58	40	78	26	22	72	83	83	63	51	45	69	42	38	33	22	31	22	80	66	46	54	56	-0.079872
AACH	2015-05-15T00:00:00	53	2	57	42	78	72	60	3	85	85	77	50	45	70	42	38	34	39	31	68	80	66	46	54	56	0.168245
AACH	2015-05-22T00:00:00	53	2	56	42	78	45	28	3	83	83	52	49	45	69	42	38	34	14	31	33	80	66	46	54	56	0.063226
AACH	2015-05-29T00:00:00	53	2	56	42	78	79	80	12	83	83	87	49	45	70	42	38	33	53	31	83	80	66	46	54	56	-0.012452
AACH	2015-06-05T00:00:00	53	2	56	42	78	87	75	4	81	81	70	48	45	70	42	38	33	31	31	86	80	66	46	54	56	0.077458
AACH	2015-06-12T00:00:00	53	2	56	43	22	83	77	6	80	80	80	48	45	21	42	38	33	43	31	86	17	33	21	85	63	0.031048
AACH	2015-06-19T00:00:00	53	2	56	43	92	85	80	7	79	79	40	47	45	21	42	38	33	2	31	88	11	32	19	83	56	0.025712
AACH	2015-06-26T00:00:00	53	2	56	43	73	97	93	42	79	79	76	48	45	22	42	38	34	38	31	98	12	34	16	79	59	-0.025068
AACH	2015-07-03T00:00:00	53	1	56	43	63	79	54	4	77	77	84	47	45	21	42	38	34	47	31	70	22	48	22	81	69	0.036599
AACH	2015-07-10T00:00:00	53	2	56	43	91	98	98	65	79	79	43	48	45	20	42	38	34	2	31	99	16	34	28	83	61	-0.052291
AACH	2015-07-17T00:00:00	53	2	56	43	83	99	98	72	76	76	63	48	45	14	42	38	34	22	31	99	22	49	45	84	68	-0.01344
AACH	2015-07-24T00:00:00	53	2	57	42	62	98	97	84	72	72	82	48	45	14	42	38	34	46	31	99	24	50	47	86	61	-0.071224
AACH	2015-07-31T00:00:00	52	2	57	41	74	99	98	87	69	69	70	49	45	14	42	38	34	32	31	99	22	51	58	86	55	-0.021873
AACH	2015-08-07T00:00:00	85	15	54	90	69	99	97	100	97	97	89	59	45	15	42	38	43	27	31	99	47	86	14	93	48	-0.532491
AACH	2015-08-14T00:00:00	77	9	52	90	84	99	98	86	98	98	45	56	45	16	42	38	43	6	31	99	69	93	31	89	48	0.272932
AACH	2015-08-21T00:00:00	74	6	52	90	57	99	90	56	98	98	70	54	45	16	42	38	43	38	31	97	84	98	33	84	64	0.074271
AACH	2015-08-28T00:00:00	76	8	52	90	76	99	97	70	97	97	51	56	45	16	42	38	43	17	31	99	67	97	28	80	62	-0.074486
AACH	2015-09-04T00:00:00	74	6	52	90	68	98	70	21	97	97	58	54	45	16	42	38	43	25	31	87	61	98	22	72	63	0.064918
AACH	2015-09-11T00:00:00	76	8	52	90	72	95	48	94	96	96	54	55	45	16	42	38	43	21	31	74	69	97	15	63	65	-0.060543
AACH	2015-09-18T00:00:00	74	7	52	90	76	85	34	12	96	96	48	55	45	16	42	38	43	14	31	59	67	97	14	63	64	0.056889
AACH	2015-09-25T00:00:00	73	5	51	90	30	78	29	3	95	95	86	53	45	16	42	38	43	63	31	53	75	100	11	54	67	0.069807
AACH	2015-10-02T00:00:00	73	6	51	90	74	4	1	35	95	95	51	54	45	17	100	38	43	17	31	2	72	99	10	54	64	-0.039701
AACH	2015-10-09T00:00:00	72	5	51	90	79	8	3	14	93	93	78	53	45	17	98	38	43	10	31	4	75	98	12	54	62	0.073271
AACH	2015-10-16T00:00:00	71	5	51	90	56	13	9	10	88	88	91	53	45	16	99	38	43	36	31	9	75	97	12	52	63	0.036613
AACH	2015-10-23T00:00:00	72	6	51	90	75	10	4	56	81	81	77	53	45	16	98	38	43	14	31	6	75	98	15	49	62	-0.043046
AACH	2015-10-30T00:00:00	75	7	52	90	45	13	27	91	83	83	96	55	45	16	99	38	43	46	31	16	73	98	14	46	61	-0.108035
AACH	2015-11-06T00:00:00	74	7	52	89	84	10	8	67	81	81	78	54	45	16	79	38	42	1	31	7	80	99	13	38	76	0.056034
AACH	2015-11-13T00:00:00	46	10	70	33	66	13	43	84	80	80	56	55	45	18	85	38	60	26	31	24	83	100	8	39	60	-0.074286
AACH	2015-11-20T00:00:00	46	10	71	33	82	24	78	61	78	78	41	55	45	18	90	38	60	6	31	51	84	100	9	34	66	0.025573
AACH	2015-11-27T00:00:00	46	9	70	33	57	23	60	35	76	76	64	55	45	18	82	38	59	36	31	39	86	100	10	31	70	0.042132
AACH	2015-12-04T00:00:00	47	11	70	33	40	28	79	86	79	79	76	55	45	18	63	38	59	51	31	54	86	100	13	31	68	-0.073432
AACH	2015-12-11T00:00:00	46	9	70	33	36	33	81	11	79	79	79	54	45	17	58	38	59	56	31	58	91	100	15	20	70	0.040962
AACH	2015-12-18T00:00:00	47	10	70	33	37	26	50	77	78	78	78	55	45	18	71	38	59	55	31	35	91	100	15	20	74	-0.056459
AACH	2015-12-25T00:00:00	47	15	72	33	85	16	14	98	79	79	37	58	45	18	83	38	59	1	31	13	94	100	24	14	64	-0.128286
AACH	2016-01-01T00:00:00	47	15	71	33	45	17	20	92	79	79	72	58	45	17	86	38	59	47	31	16	94	100	24	14	62	-0.00884
AACH	2016-01-08T00:00:00	47	15	72	33	76	18	16	74	75	75	7	57	45	24	54	38	59	16	31	15	94	100	25	13	61	-0.049843
AACH	2016-01-15T00:00:00	47	16	72	33	82	22	37	73	72	72	3	57	45	22	71	38	59	6	31	28	94	100	26	11	61	-0.073992
AACH	2016-01-22T00:00:00	47	16	72	33	49	23	54	80	71	71	35	58	45	22	87	38	59	43	31	35	95	100	22	13	64	-0.00477
AACH	2016-01-29T00:00:00	47	15	72	33	53	19	18	35	73	73	30	57	45	22	77	38	59	39	31	17	94	100	25	14	64	0.070102
AACH	2016-02-05T00:00:00	46	11	71	33	43	28	77	4	75	75	40	55	45	22	42	38	59	49	31	52	95	100	31	11	77	0.084546
AACH	2016-02-12T00:00:00	46	10	70	33	35	22	31	3	73	73	49	54	45	22	27	38	59	57	31	24	95	100	39	8	73	0.039236
AACH	2016-02-19T00:00:00	47	10	70	33	75	12	8	5	72	72	10	54	45	23	19	38	59	18	31	8	95	99	39	8	74	0.065574
AACH	2016-02-26T00:00:00	48	10	70	33	84	12	7	21	69	69	1	53	45	23	14	38	59	2	31	7	96	99	39	9	74	0.01352
AACH	2016-03-04T00:00:00	49	15	72	33	70	14	14	91	72	72	12	57	45	25	62	38	59	24	31	12	97	100	46	6	87	-0.132015
AACH	2016-03-11T00:00:00	39	15	81	36	83	16	19	95	71	71	2	56	45	10	71	38	53	5	31	16	97	100	41	5	87	-0.042395
AACH	2016-03-18T00:00:00	39	12	81	36	72	14	17	45	75	75	10	55	45	10	51	38	53	21	31	13	96	100	48	7	88	0.100166
AACH	2016-03-25T00:00:00	39	13	81	36	33	17	37	91	76	76	37	56	45	11	61	38	53	60	31	25	96	100	50	7	88	-0.075453
AACH	2016-04-01T00:00:00	39	12	80	35	82	30	82	17	79	79	3	55	45	11	29	38	53	8	31	57	96	100	51	8	87	0.10827
AACH	2016-04-08T00:00:00	40	14	81	35	32	41	92	93	80	80	53	56	45	11	48	38	53	63	31	68	95	100	52	8	86	-0.082474
AACH	2016-04-15T00:00:00	40	14	81	35	67	48	94	53	79	79	20	56	45	9	44	38	53	30	31	75	94	98	90	2	96	0.032638
AACH	2016-04-22T00:00:00	39	13	81	35	88	46	90	22	79	79	1	55	45	9	28	38	53	2	31	73	83	93	87	3	93	0.068912
AACH	2016-04-29T00:00:00	40	12	80	37	72	15	16	27	78	78	19	55	45	9	19	38	53	28	31	11	70	86	86	4	86	-0.001939
AACH	2016-05-06T00:00:00	41	11	79	58	89	12	9	7	76	76	49	54	45	20	21	38	53	2	31	7	92	91	96	5	84	0.036425
AACH	2016-05-13T00:00:00	41	12	79	61	83	24	35	60	74	74	55	55	45	21	21	38	53	16	31	23	93	89	97	7	84	-0.041237

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